Interactive Machine Learning Learning Platform

Learn Machine Learning Interactively

Explore machine learning concepts through short explanations, visual activities, weekly quizzes, and progress tracking.

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4 Learning Weeks
24 Weekly Quiz Questions
100% Progress Tracking

Student Dashboard

Continue your ML journey

Overall Progress 20%
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Week 1

2

Week 2

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Week 3

🔒

Week 4

Platform Features

Designed to make ML easier to understand

LearnML supports students with structured weekly learning, interactive demonstrations, quizzes, and saved progress.

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Weekly Learning

Content is organised into four weekly topics based on the lecture material.

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Interactive Activities

Students can explore concepts using matching games, visualisations, and calculators.

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Quizzes

Each week includes a 6-question quiz. Students must score 6/6 to unlock the next week.

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Progress Tracking

User progress, quiz scores, achievements, and activity are saved to their account.

Learning Path

Four-week machine learning journey

Students progress step by step. Each week unlocks after completing the previous week with full quiz marks.

Week 1

Introduction to Machine Learning

Learn ML basics, data types, ethics, and how machines learn from data.

  • ML foundations
  • Ethics
  • Types of ML
Week 2

Classification Models

Explore classification, KNN, Naïve Bayes, decision trees, and logistic regression.

  • KNN playground
  • Decision trees
  • Logistic regression
Week 3

Neural Networks & Black Box Models

Understand artificial neural networks, activation functions, and reinforcement learning.

  • ANNs
  • Activation functions
  • Backpropagation
Week 4

Evaluating Model Performance

Learn confusion matrices, accuracy, precision, recall, F1 score, and cross-validation.

  • Confusion matrix
  • Evaluation metrics
  • Cross-validation

Progression Rule

Master each week before moving forward

Each week is worth 20%. To unlock the next week, students must complete the content and score 6/6 on the weekly quiz. The final mixed quiz is also worth 20%, making the full course progress 100%.

Week 1 20%
Week 2 20%
Week 3 20%
Week 4 20%
Mixed Quiz 20%

Ready to start learning?

Create your account and begin Week 1 of the LearnML Platform.

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